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Associations between contrast-enhanced ultrasound features and WHO/ISUP grade of clear cell renal cell carcinoma: a retrospective study

  • Nephrology - Original Paper
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Abstract

Background

Clear cell renal cell carcinoma (CCRCC) comprises 70%–80% of RCCs. The World Health Organization/International Society of Urology Pathology (WHO/ISUP) classification is the most important prognostic factor for CCRCC. By evaluating the variations of tumor microvascular density, contrast-enhanced ultrasound (CEUS) can noninvasively predict the WHO/ISUP grade of CCRCC, and provide the appropriate treatment plan before clinical operation.

Methods

In this study, we used CEUS features to analyze 116 CCRCC cases and assess the value of correlation between each indicator and CCRCC WHO/ISUP grading.

Results

When compared to high-grade (WHO/ISUP grade III/IV) tumors, low-grade (WHO/ISUP grade I/II) tumors had reduced relative peak intensity (ΔPI) (P = 0.021), relative area under the curve (ΔAUC) (P = 0.019). However, the frequency of incomplete pseudocapsule (P = 0.021) was significantly higher in high-grade tumors. A cut-off value of mean diameter > 5.5 cm, ΔPI > 304 × 10–3, ΔAUC > 350 × 10–3 allowed identification of high-grade tumors with an area under the curve (AUC) of 74.6%, 71.7%, 70.7%, respectively (95% confidence interval).

Conclusions

The features of CEUS are effective for differentiating high-grade tumors from low-grade tumors, thus CEUS can be considered an acceptable method for the preoperative assessment of tumor grade.

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Data availability

The authors confirm that the data supporting the fingdings of this study are  available within the article.

References

  1. Siegel RL, Miller KD, Jemal A (2017) Cancer statistics. CA Cancer J Clin 67(1):7–30

    Article  PubMed  Google Scholar 

  2. Srigley JR, Delahunt B, Eble JN et al (2013) The international society of urological pathology (ISUP) Vancouver classification of renal neoplasia. Am J Surg Pathol 37(10):1469–1489

    Article  PubMed  Google Scholar 

  3. Khor LY, Dhakal HP, Jia X et al (2016) Tumor necrosis adds prognostically significant information to grade in clear cell renal cell carcinoma a study of 842 consecutive cases from a single institution. Am J Surg Pathol 40:1224–1231

    Article  PubMed  Google Scholar 

  4. Kazmierski B, Deurdulian C, Tchelepi H et al (2018) Applications of contrast-enhanced ultrasound in the kidney. Abdom Radiol. https://doi.org/10.1007/s00261-017-1307-0

    Article  Google Scholar 

  5. Hong CL, Liang F, Lin C et al (2020) The independent indicators for differentiating renal cell carcinoma from renal angiomyolipoma by contrast enhanced ultrasound. BMC Med Imaging 20:32

    Article  Google Scholar 

  6. Han D, Yu Y, Yu N, Dang S, Wu H, Jialiang R, He T (2020) Prediction models for clear cell renal cell carcinoma ISUP/WHO grade: comparison between CT radiomics and conventional contrast-enhanced CT. Br J Radiol 93(1114):20200131. https://doi.org/10.1259/bjr.20200131

    Article  PubMed  PubMed Central  Google Scholar 

  7. Zhao Z, Li Y (2013) Advances in epidemiology of renal cell carcinoma [J]. Shandong Med 53(7):95–97

    Google Scholar 

  8. Chen C, Kang Q, Xu B et al (2017) Differentiation of low-and high-grade clear cell renal cell carcinoma: tumor size versus CT perfusion parameters. Clin Imaging 46:14–19

    Article  PubMed  Google Scholar 

  9. Renal cell carcinoma (2010) Contrast enhanced ultrasound features relation to tumor size. Eur J Radiol 73(1):162–167

    Article  Google Scholar 

  10. Coy H, Young JR, Pantuck AJ, Douek ML, Sisk A, Magyar C, Brown MS, Sayre J, Raman SS (2020) Association of tumor grade, enhancement on multiphasic CT and microvessel density in patients with clear cell renal cell carcinoma. Abdom Radiol (NY) 45(10):3184–3192. https://doi.org/10.1007/s00261-019-02271-1

    Article  PubMed  Google Scholar 

  11. Bertolotto M, Cicero C, Perrone R et al (2015) Renal masses with equivocal enhancement at CT: characterization with contrast-enhanced ultrasound. AJR Am J Roentgenol 204(5):W557–W565

    Article  PubMed  Google Scholar 

  12. Sun D, Wei C, Li Y et al (2016) Contrast-enhanced ultrasonography with quantitative analysis allows differentiation of renal tumor histotypes. Sci Rep 6:35081

    Article  ADS  CAS  PubMed  PubMed Central  Google Scholar 

  13. Stock K, Kubler H, Maurer T et al (2017) Innovative ultrasound: Contrast-enhanced ultrasound of the kidneys. Aktuelle Urol 48(2):120–126

    PubMed  Google Scholar 

  14. King KG, Gulati M, Malhi H et al (2015) Quantitative assessment of solid renal masses by contrast-enhanced ultrasound with time-intensity curves: how we do it. Abdom Imaging 40(7):2461–2471

    Article  PubMed  Google Scholar 

  15. Harvey CJ, Alsafi A, Kuzmich S et al (2015) Role of US contrast agents in the assessment of indeterminate solid and cystic lesions in native and transplant kidneys. Radiographics 35(5):1419–1430

    Article  PubMed  Google Scholar 

  16. Forsberg F (2010) Can the effect of antiangiogenic treatments be monitored and quantified noninvasively by using contrast-enhanced US? Radiology 254:317–318

    Article  PubMed  Google Scholar 

  17. Jiang J, Chen Y, Zhou Y, Zhang H (2010) Clear cell renal cell carcinoma: contrast-enhanced ultrasound features relation to tumor size. Eur J Radiol 73(1):162–167. https://doi.org/10.1016/j.ejrad.2008.09.030

    Article  PubMed  Google Scholar 

  18. Xue LY, Lu Q, Huang BJ, Li CX, Yan LX, Wang WP (2016) Differentiation of subtypes of renal cell carcinoma with contrast-enhanced ultrasonography. Clin Hemorheol Microcirc 63(4):361–371

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

I would like to express my gratitude to all those who helped me during the writing of this thesis. I gratefully acknowledge the help of my supervisor, Ms. Ye Qin, who has offered me valuable suggestions in the academic studies. She has spent much time reading through each draft and provided me with inspiring advice.

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Authors

Contributions

X-QF and QY conceived and designed the study. X-QF wrote the initial version of the manuscript and constructed the figures and tables. FF, H-PZ and Y-FZ acquired and analyzed the data. QY, S-EX, and R-XL contributed to the critical revision of the manuscript, figures, and tables. All authors read and approved the final version of the manuscript.

Corresponding author

Correspondence to Qin Ye.

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The studies involving human participants were reviewed and approved by the ethics committee of Fujian Medical University Union Hospital. Written informed consent for participation was required for this study in accordance with the national legislation and the institutional requirements.

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Fan, X., Fu, F., Liang, R. et al. Associations between contrast-enhanced ultrasound features and WHO/ISUP grade of clear cell renal cell carcinoma: a retrospective study. Int Urol Nephrol 56, 1157–1164 (2024). https://doi.org/10.1007/s11255-023-03774-z

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